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4 | 4 |
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5 | 5 | [1]: https://pypi.org/project/bigframes/#history
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6 | 6 |
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| 7 | +## [0.3.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v0.2.0...v0.3.0) (2023-09-02) |
| 8 | + |
| 9 | + |
| 10 | +### Features |
| 11 | + |
| 12 | +* Add `bigframes.get_global_session()` and `bigframes.reset_session()` aliases ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 13 | +* Add `bigframes.pandas.read_pickle` function ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 14 | +* Add `components_`, `explained_variance_`, and `explained_variance_ratio_` properties to `bigframes.ml.decomposition.PCA` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 15 | +* Add `fit_transform` to `bigquery.ml` transformers ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 16 | +* Add `Series.dropna` and `DataFrame.fillna` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 17 | +* Add `Series.str` methods `isalpha`, `isdigit`, `isdecimal`, `isalnum`, `isspace`, `islower`, `isupper`, `zfill`, `center` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 18 | +* Support `bigframes.pandas.merge()` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 19 | +* Support `DataFrame.isin` with list and dict inputs ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 20 | +* Support `DataFrame.pivot` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 21 | +* Support `DataFrame.stack` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 22 | +* Support `DataFrame`-`DataFrame` binary operations ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 23 | +* Support `df[my_column] = [a python list]` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 24 | +* Support `Index.is_monotonic` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 25 | +* Support `np.arcsin`, `np.arccos`, `np.arctan`, `np.sinh`, `np.cosh`, `np.tanh`, `np.arcsinh`, `np.arccosh`, `np.arctanh`, `np.exp` with Series argument ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 26 | +* Support `np.sin`, `np.cos`, `np.tan`, `np.log`, `np.log10`, `np.sqrt`, `np.abs` with Series argument ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 27 | +* Support `pow()` and power operator in `DataFrame` and `Series` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 28 | +* Support `read_json` with `engine=bigquery` for newline-delimited JSON files ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 29 | +* Support `Series.corr` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 30 | +* Support `Series.map` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 31 | +* Support for `np.add`, `np.subtract`, `np.multiply`, `np.divide`, `np.power` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 32 | +* Support MultiIndex for DataFrame columns ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 33 | +* Use `pandas.Index` for column labels ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 34 | +* Use default session and connection in `ml.llm` and `ml.imported` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 35 | + |
| 36 | + |
| 37 | +### Bug Fixes |
| 38 | + |
| 39 | +* Add error message to `set_index` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 40 | +* Align column names with pandas in `DataFrame.agg` results ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 41 | +* Allow (but still not recommended) `ORDER BY` in `read_gbq` input when an `index_col` is defined ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 42 | +* Check for IAM role on the BigQuery connection when initializing a `remote_function` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 43 | +* Check that types are specified in `read_gbq_function` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 44 | +* Don't use query cache for Session construction ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 45 | +* Include survey link in abstract `NotImplementedError` exception messages ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 46 | +* Label temp table creation jobs with `source=bigquery-dataframes-temp` label ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 47 | +* Make `X_train` argument names consistent across methods ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 48 | +* Raise AttributeError for unimplemented pandas methods ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 49 | +* Raise exception for invalid function in `read_gbq_function` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 50 | +* Support spaces in column names in `DataFrame` initializater ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 51 | + |
| 52 | + |
| 53 | +### Performance Improvements |
| 54 | + |
| 55 | +* Add local cache for `__repr_*__` methods ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 56 | +* Lazily instantiate client library objects ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 57 | +* Use `row_number()` filter for `head` / `tail` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 58 | + |
| 59 | + |
| 60 | +### Documentation |
| 61 | + |
| 62 | +* Add ML section under Overview ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 63 | +* Add release status to table of contents ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 64 | +* Add samples and best practices to `read_gbq` docs ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 65 | +* Correct the return types of Dataframe and Series ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 66 | +* Create subfolders for notebooks ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 67 | +* Fix link to GitHub ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 68 | +* Highlight bigframes is open-source ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 69 | +* Sample ML Drug Name Generation notebook ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 70 | +* Set `options.bigquery.project` in sample code ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0)) |
| 71 | +* Transform remote function user guide into sample code ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77)) |
| 72 | +* Update remote function notebook with read_gbq_function usage ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f)) |
| 73 | + |
7 | 74 | ## 0.2.0 (2023-08-17)
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8 | 75 |
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9 | 76 | ### Features
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